Hi all, we have released a new sample plugin for DeepStream 2.0 performing YOLO (You Only Look Once) object detection, accelerated with TensorRT. Supported models include YOLO v2 & v3.
Hello dusty_nv,
I am very interesterd in your plugin. Actually my Nvidia Jetson TX2 is running Deepstream sdk 1.5. I see your puglin require a Deepstream sdk 2.0. On nvidia deepstream dowload page only 1.5 version is avaible for Jetson TX2, is there a Deepstream 2.0 sdk version for Jetson TX2 ?
Otherwise does your plugin will work on Jetson TX2 DeepStream 1.5 sdk ?
I run the YOLO v3 plugin in the deepstream app using Tesla P100. The video file source is sample_720.mp4 and the number of sources is one. The average fps is only 18. When I set the number of sources 10, the average fps becomes 4. Why it is so slow?
@lihongbo14 Currently V3 performance is CPU bound due to a few post processing functions. There is more room for improvement in this regard. This sample was meant to serve as an example to help users get started with using yolo v3 in DeepStream/TRT.